Application of Parallel Factor Analysis Method of the Three-Dimensional Fluorescence Spectra in Source Apportionment of Pollutions in Water Environment

被引:1
|
作者
Zhu Peng [1 ,2 ,3 ]
Hua Zu-lin [1 ,2 ]
Li Hui-min [4 ]
机构
[1] Hohai Univ, Minist Educ, Key Lab Shallow Lake Treatment & Resource Dev, Nanjing 210098, Jiangsu, Peoples R China
[2] Hohai Univ, Coll Environm Sci & Engn, Nanjing 210098, Jiangsu, Peoples R China
[3] Nanchang Univ, Sch Civil Engn & Architecture, Nanchang 330031, Peoples R China
[4] Jiangxi Acad Environm Sci, Nanchang 330029, Peoples R China
关键词
Three-dimensional fluorescence spectra; Parallel factor analysis (PARAFAC); Source apportionment; SOURCE IDENTIFICATION; QUALITY;
D O I
10.3964/j.issn.1000-0593(2012)12-3290-05
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Because the factor scores of the parallel factor analysis can represent the concentration of the various factors of every mixed sample, the method of parallel factor analysis can be used for source apportionment. But the factors were not the same as the source samples sometimes. In order to achieve source apportionment, a relationship between the mixed samples and the source samples of the three dimensional fluorescence matrix was designed. The coefficients of the relationship came from the factor scores and represented the contribution ratio of the sources. The relationship can be used for source apportionment of pollutions in water environment. And the coefficients of the relationship represented the contribution ratio of pollutant sources.
引用
收藏
页码:3290 / 3294
页数:5
相关论文
共 12 条
  • [1] Tracking natural organic matter (NOM) in a drinking water treatment plant using fluorescence excitation-emission matrices and PARAFAC
    Baghoth, S. A.
    Sharma, S. K.
    Amy, G. L.
    [J]. WATER RESEARCH, 2011, 45 (02) : 797 - 809
  • [2] HU Cheng, 2010, WATER RESOURCES PROT, V26, P57
  • [3] HUANG Guo-lan, 1999, ENV SCI, V20, P14
  • [4] Three-dimensional fluorescence spectroscopy combined with parallel factor analysis as a complementary technique for green tea characterization
    Liu, Hailong
    Wu, Xijun
    Tian, Guangjun
    [J]. Zhongguo Jiguang/Chinese Journal of Lasers, 2008, 35 (05): : 685 - 689
  • [5] Pauret G, 1990, INT J ENVIRON AN CH, V38, P389
  • [6] [徐永群 XU Yongqun], 2008, [分析测试学报, Journal of Instrumental Analysis], V27, P1151
  • [7] Yuan Y, 2000, SPECTROSCOPIC TECHNI, V54, P1539
  • [8] Dissolved organic fluorophores in southeastern US coastal waters: correction method for eliminating Rayleigh and Raman scattering peaks in excitation-emission matrices
    Zepp, RG
    Sheldon, WM
    Moran, MA
    [J]. MARINE CHEMISTRY, 2004, 89 (1-4) : 15 - 36
  • [9] Water quality assessment and source identification of Daliao river basin using multivariate statistical methods
    Zhang, Yuan
    Guo, Fen
    Meng, Wei
    Wang, Xi-Qin
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2009, 152 (1-4) : 105 - 121
  • [10] Zhang Yunlin, 2011, Hupo Kexue, V23, P483